Moritz Pflanzer | 7655a67 | 2017-09-23 11:57:33 +0100 | [diff] [blame] | 1 | /* |
Michalis Spyrou | d175ece | 2020-07-30 23:39:32 +0100 | [diff] [blame] | 2 | * Copyright (c) 2017-2020 Arm Limited. |
Moritz Pflanzer | 7655a67 | 2017-09-23 11:57:33 +0100 | [diff] [blame] | 3 | * |
| 4 | * SPDX-License-Identifier: MIT |
| 5 | * |
| 6 | * Permission is hereby granted, free of charge, to any person obtaining a copy |
| 7 | * of this software and associated documentation files (the "Software"), to |
| 8 | * deal in the Software without restriction, including without limitation the |
| 9 | * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| 10 | * sell copies of the Software, and to permit persons to whom the Software is |
| 11 | * furnished to do so, subject to the following conditions: |
| 12 | * |
| 13 | * The above copyright notice and this permission notice shall be included in all |
| 14 | * copies or substantial portions of the Software. |
| 15 | * |
| 16 | * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| 17 | * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| 18 | * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| 19 | * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| 20 | * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| 21 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| 22 | * SOFTWARE. |
| 23 | */ |
| 24 | #include "arm_compute/core/Types.h" |
| 25 | #include "arm_compute/runtime/NEON/functions/NESobel3x3.h" |
| 26 | #include "arm_compute/runtime/NEON/functions/NESobel5x5.h" |
| 27 | #include "arm_compute/runtime/NEON/functions/NESobel7x7.h" |
| 28 | #include "arm_compute/runtime/Tensor.h" |
| 29 | #include "arm_compute/runtime/TensorAllocator.h" |
| 30 | #include "tests/NEON/Accessor.h" |
| 31 | #include "tests/PaddingCalculator.h" |
| 32 | #include "tests/datasets/BorderModeDataset.h" |
| 33 | #include "tests/datasets/ShapeDatasets.h" |
| 34 | #include "tests/framework/Asserts.h" |
| 35 | #include "tests/framework/Macros.h" |
| 36 | #include "tests/framework/datasets/Datasets.h" |
| 37 | #include "tests/validation/Validation.h" |
| 38 | #include "tests/validation/fixtures/SobelFixture.h" |
| 39 | |
| 40 | namespace arm_compute |
| 41 | { |
| 42 | namespace test |
| 43 | { |
| 44 | namespace validation |
| 45 | { |
| 46 | TEST_SUITE(NEON) |
| 47 | TEST_SUITE(Sobel) |
| 48 | |
| 49 | TEST_SUITE(W3x3) |
| 50 | using NESobel3x3Fixture = SobelValidationFixture<Tensor, Accessor, NESobel3x3, uint8_t, int16_t>; |
| 51 | |
Isabella Gottardi | 43ce898 | 2017-11-08 11:13:23 +0000 | [diff] [blame] | 52 | TEST_SUITE(X) |
Michalis Spyrou | cac09dc | 2020-11-24 00:16:49 +0000 | [diff] [blame^] | 53 | FIXTURE_DATA_TEST_CASE(RunSmall, NESobel3x3Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", |
| 54 | Format::U8)), |
| 55 | framework::dataset::make("GradientDimension", GradientDimension::GRAD_X))) |
Isabella Gottardi | 43ce898 | 2017-11-08 11:13:23 +0000 | [diff] [blame] | 56 | { |
| 57 | // Validate output |
| 58 | ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1)); |
| 59 | validate(Accessor(_target.first), _reference.first, valid_region_x); |
| 60 | } |
| 61 | |
| 62 | FIXTURE_DATA_TEST_CASE(RunLarge, NESobel3x3Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", |
| 63 | Format::U8)), |
| 64 | framework::dataset::make("GradientDimension", GradientDimension::GRAD_X))) |
| 65 | { |
| 66 | // Validate output |
| 67 | ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1)); |
| 68 | validate(Accessor(_target.first), _reference.first, valid_region_x); |
| 69 | } |
| 70 | TEST_SUITE_END() |
| 71 | TEST_SUITE(Y) |
Michalis Spyrou | cac09dc | 2020-11-24 00:16:49 +0000 | [diff] [blame^] | 72 | FIXTURE_DATA_TEST_CASE(RunSmall, NESobel3x3Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", |
| 73 | Format::U8)), |
| 74 | framework::dataset::make("GradientDimension", GradientDimension::GRAD_Y))) |
Isabella Gottardi | 43ce898 | 2017-11-08 11:13:23 +0000 | [diff] [blame] | 75 | { |
| 76 | // Validate output |
| 77 | ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1)); |
| 78 | validate(Accessor(_target.second), _reference.second, valid_region_y); |
| 79 | } |
| 80 | |
| 81 | FIXTURE_DATA_TEST_CASE(RunLarge, NESobel3x3Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", |
| 82 | Format::U8)), |
| 83 | framework::dataset::make("GradientDimension", GradientDimension::GRAD_Y))) |
| 84 | { |
| 85 | // Validate output |
| 86 | ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1)); |
| 87 | validate(Accessor(_target.second), _reference.second, valid_region_y); |
| 88 | } |
| 89 | TEST_SUITE_END() |
| 90 | TEST_SUITE(XY) |
Michalis Spyrou | cac09dc | 2020-11-24 00:16:49 +0000 | [diff] [blame^] | 91 | FIXTURE_DATA_TEST_CASE(RunSmall, NESobel3x3Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", |
| 92 | Format::U8)), |
| 93 | framework::dataset::make("GradientDimension", GradientDimension::GRAD_XY))) |
Moritz Pflanzer | 7655a67 | 2017-09-23 11:57:33 +0100 | [diff] [blame] | 94 | { |
| 95 | // Validate output |
| 96 | ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1)); |
| 97 | validate(Accessor(_target.first), _reference.first, valid_region_x); |
| 98 | |
| 99 | ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1)); |
| 100 | validate(Accessor(_target.second), _reference.second, valid_region_y); |
| 101 | } |
| 102 | |
Isabella Gottardi | 43ce898 | 2017-11-08 11:13:23 +0000 | [diff] [blame] | 103 | FIXTURE_DATA_TEST_CASE(RunLarge, NESobel3x3Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", |
| 104 | Format::U8)), |
| 105 | framework::dataset::make("GradientDimension", GradientDimension::GRAD_XY))) |
Moritz Pflanzer | 7655a67 | 2017-09-23 11:57:33 +0100 | [diff] [blame] | 106 | { |
| 107 | // Validate output |
| 108 | ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1)); |
| 109 | validate(Accessor(_target.first), _reference.first, valid_region_x); |
| 110 | |
| 111 | ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1)); |
| 112 | validate(Accessor(_target.second), _reference.second, valid_region_y); |
| 113 | } |
| 114 | TEST_SUITE_END() |
Isabella Gottardi | 43ce898 | 2017-11-08 11:13:23 +0000 | [diff] [blame] | 115 | TEST_SUITE_END() |
Moritz Pflanzer | 7655a67 | 2017-09-23 11:57:33 +0100 | [diff] [blame] | 116 | |
| 117 | TEST_SUITE(W5x5) |
| 118 | using NESobel5x5Fixture = SobelValidationFixture<Tensor, Accessor, NESobel5x5, uint8_t, int16_t>; |
| 119 | |
Isabella Gottardi | 43ce898 | 2017-11-08 11:13:23 +0000 | [diff] [blame] | 120 | TEST_SUITE(X) |
Michalis Spyrou | cac09dc | 2020-11-24 00:16:49 +0000 | [diff] [blame^] | 121 | FIXTURE_DATA_TEST_CASE(RunSmall, NESobel5x5Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", |
| 122 | Format::U8)), |
| 123 | framework::dataset::make("GradientDimension", GradientDimension::GRAD_X))) |
Isabella Gottardi | 43ce898 | 2017-11-08 11:13:23 +0000 | [diff] [blame] | 124 | { |
| 125 | // Validate output |
| 126 | ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2)); |
| 127 | validate(Accessor(_target.first), _reference.first, valid_region_x); |
| 128 | } |
Moritz Pflanzer | 7655a67 | 2017-09-23 11:57:33 +0100 | [diff] [blame] | 129 | |
Isabella Gottardi | 43ce898 | 2017-11-08 11:13:23 +0000 | [diff] [blame] | 130 | FIXTURE_DATA_TEST_CASE(RunLarge, NESobel5x5Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", |
| 131 | Format::U8)), |
| 132 | framework::dataset::make("GradientDimension", GradientDimension::GRAD_X))) |
| 133 | { |
| 134 | // Validate output |
| 135 | ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2)); |
| 136 | validate(Accessor(_target.first), _reference.first, valid_region_x); |
| 137 | } |
| 138 | TEST_SUITE_END() |
| 139 | TEST_SUITE(Y) |
Michalis Spyrou | cac09dc | 2020-11-24 00:16:49 +0000 | [diff] [blame^] | 140 | FIXTURE_DATA_TEST_CASE(RunSmall, NESobel5x5Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", |
| 141 | Format::U8)), |
| 142 | framework::dataset::make("GradientDimension", GradientDimension::GRAD_Y))) |
Isabella Gottardi | 43ce898 | 2017-11-08 11:13:23 +0000 | [diff] [blame] | 143 | { |
| 144 | // Validate output |
| 145 | ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2)); |
| 146 | validate(Accessor(_target.second), _reference.second, valid_region_y); |
| 147 | } |
| 148 | |
| 149 | FIXTURE_DATA_TEST_CASE(RunLarge, NESobel5x5Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", |
| 150 | Format::U8)), |
| 151 | framework::dataset::make("GradientDimension", GradientDimension::GRAD_Y))) |
| 152 | { |
| 153 | // Validate output |
| 154 | ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2)); |
| 155 | validate(Accessor(_target.second), _reference.second, valid_region_y); |
| 156 | } |
| 157 | TEST_SUITE_END() |
| 158 | TEST_SUITE(XY) |
Michalis Spyrou | cac09dc | 2020-11-24 00:16:49 +0000 | [diff] [blame^] | 159 | FIXTURE_DATA_TEST_CASE(RunSmall, NESobel5x5Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", |
| 160 | Format::U8)), |
| 161 | framework::dataset::make("GradientDimension", GradientDimension::GRAD_XY))) |
Moritz Pflanzer | 7655a67 | 2017-09-23 11:57:33 +0100 | [diff] [blame] | 162 | { |
| 163 | // Validate output |
| 164 | ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2)); |
| 165 | validate(Accessor(_target.first), _reference.first, valid_region_x); |
| 166 | |
| 167 | ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2)); |
| 168 | validate(Accessor(_target.second), _reference.second, valid_region_y); |
| 169 | } |
| 170 | |
Isabella Gottardi | 43ce898 | 2017-11-08 11:13:23 +0000 | [diff] [blame] | 171 | FIXTURE_DATA_TEST_CASE(RunLarge, NESobel5x5Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", |
| 172 | Format::U8)), |
| 173 | framework::dataset::make("GradientDimension", GradientDimension::GRAD_XY))) |
Moritz Pflanzer | 7655a67 | 2017-09-23 11:57:33 +0100 | [diff] [blame] | 174 | { |
| 175 | // Validate output |
| 176 | ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2)); |
| 177 | validate(Accessor(_target.first), _reference.first, valid_region_x); |
| 178 | |
| 179 | ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2)); |
| 180 | validate(Accessor(_target.second), _reference.second, valid_region_y); |
| 181 | } |
| 182 | TEST_SUITE_END() |
Isabella Gottardi | 43ce898 | 2017-11-08 11:13:23 +0000 | [diff] [blame] | 183 | TEST_SUITE_END() |
Moritz Pflanzer | 7655a67 | 2017-09-23 11:57:33 +0100 | [diff] [blame] | 184 | |
| 185 | TEST_SUITE(W7x7) |
| 186 | using NESobel7x7Fixture = SobelValidationFixture<Tensor, Accessor, NESobel7x7, uint8_t, int32_t>; |
Isabella Gottardi | 43ce898 | 2017-11-08 11:13:23 +0000 | [diff] [blame] | 187 | TEST_SUITE(X) |
Michalis Spyrou | cac09dc | 2020-11-24 00:16:49 +0000 | [diff] [blame^] | 188 | FIXTURE_DATA_TEST_CASE(RunSmall, NESobel7x7Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", |
| 189 | Format::U8)), |
| 190 | framework::dataset::make("GradientDimension", GradientDimension::GRAD_X))) |
Isabella Gottardi | 43ce898 | 2017-11-08 11:13:23 +0000 | [diff] [blame] | 191 | { |
| 192 | // Validate output |
| 193 | ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3)); |
| 194 | validate(Accessor(_target.first), _reference.first, valid_region_x); |
| 195 | } |
Moritz Pflanzer | 7655a67 | 2017-09-23 11:57:33 +0100 | [diff] [blame] | 196 | |
Isabella Gottardi | 43ce898 | 2017-11-08 11:13:23 +0000 | [diff] [blame] | 197 | FIXTURE_DATA_TEST_CASE(RunLarge, NESobel7x7Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", |
| 198 | Format::U8)), |
| 199 | framework::dataset::make("GradientDimension", GradientDimension::GRAD_X))) |
| 200 | { |
| 201 | // Validate output |
| 202 | ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3)); |
| 203 | validate(Accessor(_target.first), _reference.first, valid_region_x); |
| 204 | } |
| 205 | TEST_SUITE_END() |
| 206 | TEST_SUITE(Y) |
Michalis Spyrou | cac09dc | 2020-11-24 00:16:49 +0000 | [diff] [blame^] | 207 | FIXTURE_DATA_TEST_CASE(RunSmall, NESobel7x7Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", |
| 208 | Format::U8)), |
| 209 | framework::dataset::make("GradientDimension", GradientDimension::GRAD_Y))) |
Isabella Gottardi | 43ce898 | 2017-11-08 11:13:23 +0000 | [diff] [blame] | 210 | { |
| 211 | // Validate output |
| 212 | ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3)); |
| 213 | validate(Accessor(_target.second), _reference.second, valid_region_y); |
| 214 | } |
| 215 | |
| 216 | FIXTURE_DATA_TEST_CASE(RunLarge, NESobel7x7Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", |
| 217 | Format::U8)), |
| 218 | framework::dataset::make("GradientDimension", GradientDimension::GRAD_Y))) |
| 219 | { |
| 220 | // Validate output |
| 221 | ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3)); |
| 222 | validate(Accessor(_target.second), _reference.second, valid_region_y); |
| 223 | } |
| 224 | TEST_SUITE_END() |
| 225 | TEST_SUITE(XY) |
Michalis Spyrou | cac09dc | 2020-11-24 00:16:49 +0000 | [diff] [blame^] | 226 | FIXTURE_DATA_TEST_CASE(RunSmall, NESobel7x7Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", |
| 227 | Format::U8)), |
| 228 | framework::dataset::make("GradientDimension", GradientDimension::GRAD_XY))) |
Moritz Pflanzer | 7655a67 | 2017-09-23 11:57:33 +0100 | [diff] [blame] | 229 | { |
| 230 | // Validate output |
| 231 | ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3)); |
| 232 | validate(Accessor(_target.first), _reference.first, valid_region_x); |
| 233 | |
| 234 | ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3)); |
| 235 | validate(Accessor(_target.second), _reference.second, valid_region_y); |
| 236 | } |
| 237 | |
Isabella Gottardi | 43ce898 | 2017-11-08 11:13:23 +0000 | [diff] [blame] | 238 | FIXTURE_DATA_TEST_CASE(RunLarge, NESobel7x7Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", |
| 239 | Format::U8)), |
| 240 | framework::dataset::make("GradientDimension", GradientDimension::GRAD_XY))) |
Moritz Pflanzer | 7655a67 | 2017-09-23 11:57:33 +0100 | [diff] [blame] | 241 | { |
| 242 | // Validate output |
| 243 | ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3)); |
| 244 | validate(Accessor(_target.first), _reference.first, valid_region_x); |
| 245 | |
| 246 | ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3)); |
| 247 | validate(Accessor(_target.second), _reference.second, valid_region_y); |
| 248 | } |
| 249 | TEST_SUITE_END() |
Isabella Gottardi | 43ce898 | 2017-11-08 11:13:23 +0000 | [diff] [blame] | 250 | TEST_SUITE_END() |
Moritz Pflanzer | 7655a67 | 2017-09-23 11:57:33 +0100 | [diff] [blame] | 251 | |
| 252 | TEST_SUITE_END() |
| 253 | TEST_SUITE_END() |
| 254 | } // namespace validation |
| 255 | } // namespace test |
| 256 | } // namespace arm_compute |